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The booming vector manage system calls for feasible similarity hash functionas a front-end to perform similarity analysis. In this paper, we make asystematical survey on the existent well-known similarity hash functions totease out the satisfied ones. We conclude that the similarity hash functionMinHash and Nilsimsa can be directly marshaled into the pipeline of similarityanalysis using vector manage system. After that, we make a brief and empiricaldiscussion on the performance, drawbacks of the these functions and highlightMinHash, the variant of SimHash and feature hashing are the best for vectormanagement system for large-scale similarity analysis.

When Similarity Digest Meets Vector Management System: A Survey on Similarity Hash Function